Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9893848 0.9202989 0.7227634
bt 0.8528415 0.5544712 0.2727888
maxnet 0.7783851 0.4772129 NA
gam 0.7931914 0.4737164 0.2009892
glm 0.7462700 0.4401763 0.1331015

Variable Importance

Partial Dependence